Mixture of Concept Bottleneck Experts

ArXi:2602.02886v2 Announce Type: replace-cross Concept Bottleneck Models (CBMs) promote interpretability by grounding predictions in human-understandable concepts. However, existing CBMs typically constrain their task predictor to a single expression whose functional form is set a priori, limiting both predictive accuracy and adaptability to diverse user needs.